The association between PM2.5 exposure and suicidal ideation: a prefectural panel study
Abstract Background Suicidal ideation is subject to serious underestimation among existing public health studies. While numerous factors have been recognized in affecting suicidal thoughts and behaviors (STB), the associated environmental risks have been poorly understood. Foremost among the various...
Main Authors: | , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2020-03-01
|
Series: | BMC Public Health |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s12889-020-8409-2 |
id |
doaj-883049af1540427b895bd78a591812ea |
---|---|
record_format |
Article |
spelling |
doaj-883049af1540427b895bd78a591812ea2020-11-25T03:35:37ZengBMCBMC Public Health1471-24582020-03-0120111010.1186/s12889-020-8409-2The association between PM2.5 exposure and suicidal ideation: a prefectural panel studyYunsong Chen0Guangye He1Buwei Chen2Senhu Wang3Guodong Ju4Ting Ge5Johns Hopkins University-Nanjing University Center for Chinese and American StudiesSchool of Social and Behavioral Sciences, Nanjing UniversityThe First Affiliated Hospital with Nanjing Medical UniversityThe University of CambridgeSchool of Social and Behavioral Sciences, Nanjing UniversitySchool of Social and Behavioral Sciences, Nanjing UniversityAbstract Background Suicidal ideation is subject to serious underestimation among existing public health studies. While numerous factors have been recognized in affecting suicidal thoughts and behaviors (STB), the associated environmental risks have been poorly understood. Foremost among the various environment risks were air pollution, in particular, the PM2.5. The present study attempted to examine the relationship between PM2.5 level and local weekly index of suicidal ideation (ISI). Methods Using Internet search query volumes in Baidu (2017), the largest internet search engine in China, we constructed a prefectural panel data (278 prefectures, 52 weeks) and employed dynamic panel GMM system estimation to analyze the relationship between weekly concentration of PM2.5 (Mean = 87 μg·m− 3) and the index of suicidal ideation (Mean = 49.9). Results The results indicate that in the spring and winter, a 10 μg·m− 3 increase in the prior week’s PM2.5 in a Chinese city is significantly associated with 0.020 increase in ISI in spring and a 0.007 increase in ISI in winter, after taking account other co-pollutants and meteorological conditions. Conclusion We innovatively proposed the measure of suicidal ideation and provided suggestive evidence of a positive association between suicidal ideation and PM2.5 level.http://link.springer.com/article/10.1186/s12889-020-8409-2PM2.5Suicidal ideationInternet search |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yunsong Chen Guangye He Buwei Chen Senhu Wang Guodong Ju Ting Ge |
spellingShingle |
Yunsong Chen Guangye He Buwei Chen Senhu Wang Guodong Ju Ting Ge The association between PM2.5 exposure and suicidal ideation: a prefectural panel study BMC Public Health PM2.5 Suicidal ideation Internet search |
author_facet |
Yunsong Chen Guangye He Buwei Chen Senhu Wang Guodong Ju Ting Ge |
author_sort |
Yunsong Chen |
title |
The association between PM2.5 exposure and suicidal ideation: a prefectural panel study |
title_short |
The association between PM2.5 exposure and suicidal ideation: a prefectural panel study |
title_full |
The association between PM2.5 exposure and suicidal ideation: a prefectural panel study |
title_fullStr |
The association between PM2.5 exposure and suicidal ideation: a prefectural panel study |
title_full_unstemmed |
The association between PM2.5 exposure and suicidal ideation: a prefectural panel study |
title_sort |
association between pm2.5 exposure and suicidal ideation: a prefectural panel study |
publisher |
BMC |
series |
BMC Public Health |
issn |
1471-2458 |
publishDate |
2020-03-01 |
description |
Abstract Background Suicidal ideation is subject to serious underestimation among existing public health studies. While numerous factors have been recognized in affecting suicidal thoughts and behaviors (STB), the associated environmental risks have been poorly understood. Foremost among the various environment risks were air pollution, in particular, the PM2.5. The present study attempted to examine the relationship between PM2.5 level and local weekly index of suicidal ideation (ISI). Methods Using Internet search query volumes in Baidu (2017), the largest internet search engine in China, we constructed a prefectural panel data (278 prefectures, 52 weeks) and employed dynamic panel GMM system estimation to analyze the relationship between weekly concentration of PM2.5 (Mean = 87 μg·m− 3) and the index of suicidal ideation (Mean = 49.9). Results The results indicate that in the spring and winter, a 10 μg·m− 3 increase in the prior week’s PM2.5 in a Chinese city is significantly associated with 0.020 increase in ISI in spring and a 0.007 increase in ISI in winter, after taking account other co-pollutants and meteorological conditions. Conclusion We innovatively proposed the measure of suicidal ideation and provided suggestive evidence of a positive association between suicidal ideation and PM2.5 level. |
topic |
PM2.5 Suicidal ideation Internet search |
url |
http://link.springer.com/article/10.1186/s12889-020-8409-2 |
work_keys_str_mv |
AT yunsongchen theassociationbetweenpm25exposureandsuicidalideationaprefecturalpanelstudy AT guangyehe theassociationbetweenpm25exposureandsuicidalideationaprefecturalpanelstudy AT buweichen theassociationbetweenpm25exposureandsuicidalideationaprefecturalpanelstudy AT senhuwang theassociationbetweenpm25exposureandsuicidalideationaprefecturalpanelstudy AT guodongju theassociationbetweenpm25exposureandsuicidalideationaprefecturalpanelstudy AT tingge theassociationbetweenpm25exposureandsuicidalideationaprefecturalpanelstudy AT yunsongchen associationbetweenpm25exposureandsuicidalideationaprefecturalpanelstudy AT guangyehe associationbetweenpm25exposureandsuicidalideationaprefecturalpanelstudy AT buweichen associationbetweenpm25exposureandsuicidalideationaprefecturalpanelstudy AT senhuwang associationbetweenpm25exposureandsuicidalideationaprefecturalpanelstudy AT guodongju associationbetweenpm25exposureandsuicidalideationaprefecturalpanelstudy AT tingge associationbetweenpm25exposureandsuicidalideationaprefecturalpanelstudy |
_version_ |
1724553289021784064 |